{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"RAG Sistemlerini Optimize Etmek: Metin B\u00f6l\u00fcmleme Sanat\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"nPM6WSlEpS\"><a href=\"https:\/\/fatihsoysal.com\/blog\/rag-sistemlerini-optimize-etmek-metin-bolumleme-sanati\/\">RAG Sistemlerini Optimize Etmek: Metin B\u00f6l\u00fcmleme Sanat\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/rag-sistemlerini-optimize-etmek-metin-bolumleme-sanati\/embed\/#?secret=nPM6WSlEpS\" width=\"600\" height=\"338\" title=\"&#8220;RAG Sistemlerini Optimize Etmek: Metin B\u00f6l\u00fcmleme Sanat\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"nPM6WSlEpS\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Retrieval Augmented Generation (RAG) sistemleri, b\u00fcy\u00fck dil modellerinin (LLM'ler) bilgiye eri\u015fimini ve kullanmas\u0131n\u0131 geli\u015ftirerek daha do\u011fru ve tutarl\u0131 yan\u0131tlar \u00fcretmelerini sa\u011flar. Ancak, RAG sistemlerinin performans\u0131, verinin nas\u0131l i\u015flendi\u011fi ve sunuldu\u011fu ile do\u011frudan ili\u015fkilidir. Bu noktada, metin b\u00f6l\u00fcmlemesi (text chunking) kritik bir rol oynar. Do\u011fru b\u00f6l\u00fcmleme stratejisi, hem bilgi geri \u00e7a\u011f\u0131rma hem de LLM'nin performans\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir. Bu makalede, RAG sistemlerinde metin b\u00f6l\u00fcmlemenin \u00f6nemini, farkl\u0131 y\u00f6ntemlerini ve en iyi uygulamalar\u0131 ele alaca\u011f\u0131z."}